{"id":"W4401194158","doi":"10.1002/uog.29093","title":"Pitfalls of systematic reviews and meta‐analyses to assess the clinical utility of genomic investigations in prenatal diagnosis","year":2024,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Obstetrics and gynaecology; Library science; Medicine; Family medicine; Obstetrics; Pregnancy; Biology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002030988,0.0001209272,0.001048012,0.0002615718,0.00002135663,0.00001896936,0.0001066417,0.0001296696,0.00003160895],"category_scores_gemma":[0.202705,0.00007440242,0.000118238,0.0006477657,0.0002224977,0.00004609047,0.00007893942,0.0002467764,0.000002890133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002539849,"about_ca_system_score_gemma":0.00008590189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002246029,"about_ca_topic_score_gemma":0.0003015919,"domain_scores_codex":[0.997894,0.0005184365,0.001062801,0.0002553518,0.0001206523,0.0001486842],"domain_scores_gemma":[0.8387638,0.160618,0.0001589445,0.0002878228,0.00006213816,0.0001093278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002318396,0.0005372491,0.9538333,0.03004845,0.00133178,0.00006218234,0.001361761,0.00005379781,0.0003601647,0.003515014,0.0006550606,0.008218074],"study_design_scores_gemma":[0.0009204461,0.0007310847,0.9807593,0.00270592,0.00655849,0.00005290795,0.0005278085,0.001200542,0.0005099388,0.001913426,0.003882585,0.000237581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135989,0.08436967,0.000113912,0.0003114519,0.0002097893,0.001135939,0.00005545469,0.000007832051,0.000197061],"genre_scores_gemma":[0.9800673,0.0184203,0.001099666,0.000200588,0.00001107718,0.0001613342,0.0000103207,0.000007072641,0.00002240442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006741,"threshold_uncertainty_score":0.8040109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2623426704228544,"score_gpt":0.4248345129874705,"score_spread":0.1624918425646161,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}